ITK
4.6.0
Insight Segmentation and Registration Toolkit
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#include <itkRBFBackPropagationLearningFunction.h>
This is the itkRBFBackPropagationLearningFunction class.
Definition at line 36 of file itkRBFBackPropagationLearningFunction.h.
Public Member Functions | |
virtual ::itk::LightObject::Pointer | CreateAnother (void) const |
virtual ValueType | GetLearningRate1 () |
virtual ValueType | GetLearningRate2 () |
virtual ValueType | GetLearningRate3 () |
virtual const char * | GetNameOfClass () const |
virtual void | Learn (LayerType *layer, ValueType learningrate) |
virtual void | Learn (LayerType *layer, TTargetVector error, ValueType learningrate) |
virtual void | SetLearningRate1 (ValueType _arg) |
virtual void | SetLearningRate2 (ValueType _arg) |
virtual void | SetLearningRate3 (ValueType _arg) |
Public Member Functions inherited from itk::LightProcessObject | |
virtual void | AbortGenerateDataOff () |
virtual void | AbortGenerateDataOn () |
virtual const bool & | GetAbortGenerateData () const |
virtual void | SetAbortGenerateData (bool _arg) |
virtual void | UpdateOutputData () |
void | UpdateProgress (float amount) |
virtual void | SetProgress (float _arg) |
virtual const float & | GetProgress () const |
Public Member Functions inherited from itk::Object | |
unsigned long | AddObserver (const EventObject &event, Command *) |
unsigned long | AddObserver (const EventObject &event, Command *) const |
virtual void | DebugOff () const |
virtual void | DebugOn () const |
Command * | GetCommand (unsigned long tag) |
bool | GetDebug () const |
MetaDataDictionary & | GetMetaDataDictionary (void) |
const MetaDataDictionary & | GetMetaDataDictionary (void) const |
virtual ModifiedTimeType | GetMTime () const |
virtual const TimeStamp & | GetTimeStamp () const |
bool | HasObserver (const EventObject &event) const |
void | InvokeEvent (const EventObject &) |
void | InvokeEvent (const EventObject &) const |
virtual void | Modified () const |
virtual void | Register () const ITK_OVERRIDE |
void | RemoveAllObservers () |
void | RemoveObserver (unsigned long tag) |
void | SetDebug (bool debugFlag) const |
void | SetMetaDataDictionary (const MetaDataDictionary &rhs) |
virtual void | SetReferenceCount (int) ITK_OVERRIDE |
virtual void | UnRegister () const ITK_OVERRIDE |
virtual void | SetObjectName (std::string _arg) |
virtual const std::string & | GetObjectName () const |
Public Member Functions inherited from itk::LightObject | |
virtual void | Delete () |
virtual int | GetReferenceCount () const |
itkCloneMacro (Self) | |
void | Print (std::ostream &os, Indent indent=0) const |
Static Public Member Functions | |
static Pointer | New () |
Static Public Member Functions inherited from itk::LightProcessObject | |
static Pointer | New () |
Static Public Member Functions inherited from itk::Object | |
static bool | GetGlobalWarningDisplay () |
static void | GlobalWarningDisplayOff () |
static void | GlobalWarningDisplayOn () |
static Pointer | New () |
static void | SetGlobalWarningDisplay (bool flag) |
Static Public Member Functions inherited from itk::LightObject | |
static void | BreakOnError () |
static Pointer | New () |
Protected Member Functions | |
virtual void | PrintSelf (std::ostream &os, Indent indent) const |
RBFBackPropagationLearningFunction () | |
virtual | ~RBFBackPropagationLearningFunction () |
Protected Member Functions inherited from itk::Statistics::LearningFunctionBase< LayerType, TTargetVector > | |
LearningFunctionBase () | |
~LearningFunctionBase () | |
Protected Member Functions inherited from itk::LightProcessObject | |
virtual void | GenerateData () |
LightProcessObject () | |
~LightProcessObject () | |
Protected Member Functions inherited from itk::Object | |
Object () | |
bool | PrintObservers (std::ostream &os, Indent indent) const |
virtual void | SetTimeStamp (const TimeStamp &time) |
virtual | ~Object () |
Protected Member Functions inherited from itk::LightObject | |
virtual LightObject::Pointer | InternalClone () const |
LightObject () | |
virtual void | PrintHeader (std::ostream &os, Indent indent) const |
virtual void | PrintTrailer (std::ostream &os, Indent indent) const |
virtual | ~LightObject () |
Private Attributes | |
ValueType | m_LearningRate1 |
ValueType | m_LearningRate2 |
ValueType | m_LearningRate3 |
vnl_vector< ValueType > | m_OutputErrors |
Additional Inherited Members | |
Protected Types inherited from itk::LightObject | |
typedef int | InternalReferenceCountType |
Protected Attributes inherited from itk::LightObject | |
InternalReferenceCountType | m_ReferenceCount |
SimpleFastMutexLock | m_ReferenceCountLock |
typedef SmartPointer<const Self> itk::Statistics::RBFBackPropagationLearningFunction< LayerType, TTargetVector >::ConstPointer |
Definition at line 43 of file itkRBFBackPropagationLearningFunction.h.
typedef LayerType::LayerInterfaceType itk::Statistics::RBFBackPropagationLearningFunction< LayerType, TTargetVector >::LayerInterfaceType |
Definition at line 45 of file itkRBFBackPropagationLearningFunction.h.
typedef SmartPointer<Self> itk::Statistics::RBFBackPropagationLearningFunction< LayerType, TTargetVector >::Pointer |
Definition at line 42 of file itkRBFBackPropagationLearningFunction.h.
typedef RBFBackPropagationLearningFunction itk::Statistics::RBFBackPropagationLearningFunction< LayerType, TTargetVector >::Self |
Definition at line 40 of file itkRBFBackPropagationLearningFunction.h.
typedef LearningFunctionBase<LayerType, TTargetVector> itk::Statistics::RBFBackPropagationLearningFunction< LayerType, TTargetVector >::Superclass |
Definition at line 41 of file itkRBFBackPropagationLearningFunction.h.
typedef Superclass::ValueType itk::Statistics::RBFBackPropagationLearningFunction< LayerType, TTargetVector >::ValueType |
Definition at line 50 of file itkRBFBackPropagationLearningFunction.h.
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Definition at line 67 of file itkRBFBackPropagationLearningFunction.h.
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Create an object from an instance, potentially deferring to a factory. This method allows you to create an instance of an object that is exactly the same type as the referring object. This is useful in cases where an object has been cast back to a base class.
Reimplemented from itk::LightProcessObject.
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Method for creation through the object factory.
Reimplemented from itk::Statistics::LearningFunctionBase< LayerType, TTargetVector >.
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Method for creation through the object factory.
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Method to print the object.
Reimplemented from itk::Statistics::LearningFunctionBase< LayerType, TTargetVector >.
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Definition at line 74 of file itkRBFBackPropagationLearningFunction.h.
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Definition at line 75 of file itkRBFBackPropagationLearningFunction.h.
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Definition at line 76 of file itkRBFBackPropagationLearningFunction.h.
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Definition at line 77 of file itkRBFBackPropagationLearningFunction.h.